Universal Function Approximation Through Over-the-Air Computing: A Deep Learning Approach

PS Bouzinis, NG Evgenidis, NA Mitsiou… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Over-the-air (OTA) computing has emerged as a promising technique that utilizes the
superposition property of the wireless multiple access channel (MAC) as a means for …

Over-the-air computation via cloud radio access networks

L Xing, Y Zhou, Y Shi - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
Over-the-air computation (AirComp) has recently been recognized as a promising scheme
for a fusion center to achieve fast distributed data aggregation in wireless networks via …

Over-the-air computation for IoT networks: Computing multiple functions with antenna arrays

L Chen, N Zhao, Y Chen, FR Yu… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
Over-the-air computation combines communication and computation efficiently by utilizing
the superposition property of wireless channels, when Internet of Things (IoT) networks …

Cooperative interference management for over-the-air computation networks

X Cao, G Zhu, J Xu, K Huang - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
Recently, over-the-air computation (AirComp) has emerged as an efficient solution for
access points (APs) to aggregate distributed data from many edge devices (eg, sensors) by …

Optimal receive beamforming for over-the-air computation

W Fang, Y Zou, H Zhu, Y Shi… - 2021 IEEE 22nd …, 2021 - ieeexplore.ieee.org
In this paper, we consider fast wireless data aggregation via over-the-air computation
(AirComp) in Internet of Things (IoT) networks, where an access point (AP) with multiple …

Optimal Power Control and CSI Acquisition for Over-the-Air Computation in OFDM System

X Xie, C Hua, J Hong, W Xu - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
Over-the-air computation (AirComp) is a novel technology that utilizes the superposition
characteristic of the wireless multiple-access channel to accomplish communication and …

Beamforming Design for Active RIS-Aided Over-the-Air Computation

D Zhang, M Xiao, M Skoglund, HV Poor - arXiv preprint arXiv:2311.18418, 2023 - arxiv.org
Over-the-air computation (AirComp) is emerging as a promising technology for wireless data
aggregation. However, its performance is hampered by users with poor channel conditions …

Worst-case design for RIS-aided over-the-air computation with imperfect CSI

W Zhang, J Xu, W Xu, X You… - IEEE Communications …, 2022 - ieeexplore.ieee.org
Over-the-air computation (AirComp) enables fast wireless data aggregation at the receiver
through concurrent transmission by sensors in the application of Internet-of-Things (IoT). To …

Over-the-Air Computation for 6G: Foundations, Technologies, and Applications

Z Wang, Y Zhao, Y Zhou, Y Shi, C Jiang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The rapid advancement of artificial intelligence technologies has given rise to diversified
intelligent services, which place unprecedented demands on massive connectivity and …

Over-the-air computation via intelligent reflecting surfaces

T Jiang, Y Shi - 2019 IEEE Global Communications Conference …, 2019 - ieeexplore.ieee.org
Over-the-air computation (AirComp) becomes a promising approach for fast wireless data
aggregation via exploiting the superposition property in a multiple access channel. To …